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1,453 results for “Outcome research”
Figure 4 from: Vohland K, Häuser C, Regan E, Hoffmann A, Wetzel F (2016) 2nd EU BON Stakeholder Roundtable (Berlin, Germany): How can a European biodiversity network support citizen science? Research Ideas and Outcomes 2: e8616. https://doi.org/10.3897/rio.2.e8616
Figure 4 - Species occurrence data records (in millions, x-axis) from CS sources, counted and freely available in Europe (Nils Valland, NBIC, updated in March 2016).
Figure 1 from: Wetzel F, Hoffmann A, Häuser C, Vohland K (2016) 1st EU BON Stakeholder Roundtable (Brussels, Belgium): Biodiversity and Requirements for Policy. Research Ideas and Outcomes 2: e8600. https://doi.org/10.3897/rio.2.e8600
Figure 1 - EU BON Work Packages (WP) with the three sections (a) Data Sources and Infrastructure, (b) Science and Application and (c) Policy and Dialogue. The Stakeholder Roundtables are a specific task in the WP 6 that targets the stakeholder engagement and science-policy dialogue (credits: Pensoft).
Figure 4 from: Wetzel F, Hoffmann A, Häuser C, Vohland K (2016) 1st EU BON Stakeholder Roundtable (Brussels, Belgium): Biodiversity and Requirements for Policy. Research Ideas and Outcomes 2: e8600. https://doi.org/10.3897/rio.2.e8600
Figure 4 - Participants from science, policy and international networks at the 1st EU BON stakeholder roundtable in Brussels (credit: EU office of the Leibniz Association).
Figure 3 from: Wetzel F, Hoffmann A, Häuser C, Vohland K (2016) 1st EU BON Stakeholder Roundtable (Brussels, Belgium): Biodiversity and Requirements for Policy. Research Ideas and Outcomes 2: e8600. https://doi.org/10.3897/rio.2.e8600
Figure 3 - The challenge of integrating biodiversity data from remote sensing and in-situ (freshwater, marine, terrestrial).
Figure 1 from: Wojnarski M, Hanken Kurtz D (2016) Paperity Central: An Open Catalog of All Scholarly Literature. Research Ideas and Outcomes 2: e8462. https://doi.org/10.3897/rio.2.e8462
Figure 1 - The network of scientific knowledge is composed of publications in its core (blue; typically connected by citation relationship) and collateral objects of various types (yellow) that represent context of each publication. In Paperity Central, core nodes will be stored as native objects with global permanent identifiers, fully searchable, browsable and wiki-editable. Collaterals will be represented either as native objects or as annotated links to external resources elsewhere on the web.
Figure 3 from: Wojnarski M, Hanken Kurtz D (2016) Paperity Central: An Open Catalog of All Scholarly Literature. Research Ideas and Outcomes 2: e8462. https://doi.org/10.3897/rio.2.e8462
Figure 3 - One of recent discussions on Twitter where a Paperity user asks for an API to build add-on services on top of Open Access literature.
Figure 2 from: Wojnarski M, Hanken Kurtz D (2016) Paperity Central: An Open Catalog of All Scholarly Literature. Research Ideas and Outcomes 2: e8462. https://doi.org/10.3897/rio.2.e8462
Figure 2 - Paperity Central will combine (1) automatic harvesting of "gold" and "green" OA literature with (2) manual wiki-edits by users: corrections/extensions to existing entries (grey stripes) or additions of new entries (grey box). Manual edits are more important for "green" than "gold" data, because of lower quality of "green" metadata as pulled from repositories, compared to "gold" data pulled from original sources (publisher websites). Paperity Central will also expose all the collected data to external applications through open APIs (3).
Figure 3 from: Martone M, Murray-Rust P, Molloy J, Arrow T, MacGillivray M, Kittel C, Kasberger S, Steel G, Oppenheim C, Ranganathan A, Tennant J, Udell J (2016) ContentMine/Hypothes.is Proposal. Research Ideas and Outcomes 2: e8424. https://doi.org/10.3897/rio.2.e8424
Figure 3 - Amanuens.is has automatically highlighted facts which can be viewed alongside manual annotations. Annotators can discuss and reply to each other in the browser.
Figure 2 from: Martone M, Murray-Rust P, Molloy J, Arrow T, MacGillivray M, Kittel C, Kasberger S, Steel G, Oppenheim C, Ranganathan A, Tennant J, Udell J (2016) ContentMine/Hypothes.is Proposal. Research Ideas and Outcomes 2: e8424. https://doi.org/10.3897/rio.2.e8424
Figure 2 - A data table showing facts extracted from the 123 papers, including species, human genes, DNA primers and top word frequencies.
Figure 2 from: Abdullah N (2016) Vertical-Horizontal Regulated Soilless Farming via Advanced Hydroponics for Domestic Food Production in Doha, Qatar. Research Ideas and Outcomes 2: e8134. https://doi.org/10.3897/rio.2.e8134
Figure 2 - Concept of upscaling the production of crops for large-scale food production. The red box indicates 1 floor. By upscaling upwards, the same amount of land area occupied by a single growhouse will enable an exponential increase in yields.
Figure 1 from: Abdullah N (2016) Vertical-Horizontal Regulated Soilless Farming via Advanced Hydroponics for Domestic Food Production in Doha, Qatar. Research Ideas and Outcomes 2: e8134. https://doi.org/10.3897/rio.2.e8134
Figure 1 - 24-24 Custom Vertical-Horizontal Hybrid NFT System - A concept of the proposed growing system which occupies as little as 9.2 m2, but could yield as much as 176 plants.
Figure 1 from: Gordon R (2016) Partial synchronization of the colonial diatom Bacillaria "paradoxa". Research Ideas and Outcomes 2: e7869. https://doi.org/10.3897/rio.2.e7869
Figure 1 - The first ever description of a diatom was of the colonial diatom Bacillaria "paradoxa" (Müller, 1783). Colonies are shown in various configurations between which they can smoothly transition on a time scale of seconds.
Figure 1 from: Seibt J, Vestergaard C (2018) Fair Proxy Communication: Using Social Robots to Modify the Mechanisms of Implicit Social Cognition. Research Ideas and Outcomes 4: e31827. https://doi.org/10.3897/rio.4.e31827
Figure 1 A job interview using FPC, from the perspective of the interviewer. The male interviewer (in the definition: H2) communicates via the Telenoid R4 robot with H1, a female job candidate as shown in Fig. 2.
Figure 2 from: Seibt J, Vestergaard C (2018) Fair Proxy Communication: Using Social Robots to Modify the Mechanisms of Implicit Social Cognition. Research Ideas and Outcomes 4: e31827. https://doi.org/10.3897/rio.4.e31827
Figure 2 A job interview using FPC, from the perspective of the job candidate. A female candidate (in the definition D1-1: H1) operates her robotic proxy, a Telenoid R4 robot, while she communicates with the male interviewer. Her head movements, lip movements and speech are translated directly to the robot, either via a kinetic sensor on a headset or by a facial reading programme; her voice may or may not be morphed to mask gender (see section "Practical Significance" below). The camera that projects the interviewer on to her computer screen is in the eyes of the robot –thus, in contrast to a skype session, she looks into the interviewer's eyes when facing the interviewer.
Supplementary material 1 from: Meeus S, Addink W, Agosti D, Arvanitidis C, Balech B, Dillen M, Dimitrova M, González-Aranda JM, Holetschek J, Islam S, Jeppesen TS, Mietchen D, Nicolson N, Penev L, Robertson T, Ruch P, Trekels M, Groom Q (2022) Recommendations for interoperability among infrastructures. Research Ideas and Outcomes 8: e96180. https://doi.org/10.3897/rio.8.e96180
Hackathon Topic 1
Supplementary material 1 from: Patterson DJ (2022) The scope and scale of the life sciences ('Nature's envelope'). Research Ideas and Outcomes 8: e96132. https://doi.org/10.3897/rio.8.e96132
Patterson Nature's envelope (template)
Supplementary material 1 from: Agosti D, Benichou L, Addink W, Arvanitidis C, Catapano T, Cochrane G, Dillen M, Döring M, Georgiev T, Gérard I, Groom Q, Kishor P, Kroh A, Kvaček J, Mergen P, Mietchen D, Pauperio J, Sautter G, Penev L (2022) Recommendations for use of annotations and persistent identifiers in taxonomy and biodiversity publishing. Research Ideas and Outcomes 8: e97374. https://doi.org/10.3897/rio.8.e97374
Overview table of recommendations
Supplementary material 1 from: Fahrer S, Heck T, Röwert R, Truan N (2022) From Theoretical Debates to Lived Experiences: Autoethnographic Insights into Open Educational Practices in German Higher Education. Research Ideas and Outcomes 8: e86663. https://doi.org/10.3897/rio.8.e86663
Stories on Open Educational Practices in German Higher Education
Supplementary material 1 from: Hobern D, Livermore L, Vincent S, Robertson T, Miller JT, Groom Q, Grosjean M (2022) Towards a Roadmap for Advancing the Catalogue of the World's Natural History Collections. Research Ideas and Outcomes 8: e98593. https://doi.org/10.3897/rio.8.e98593
Advancing the Catalogue of the World's Natural History Collections - Consultation Materials
Supplementary material 1 from: Murray HL (2022) Florida Keys Mosquito Control District mosquito trapping data between Vaca Key and Lower Matecumbe Key, 2018-2021. Research Ideas and Outcomes 8: e96714. https://doi.org/10.3897/rio.8.e96714
Marathon Area Trap Data 2018-2021
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.